| BlackJAX: Composable Bayesian inference in JAX | Feb 16, 2024 | Bayesian InferenceProbabilistic Programming | CodeCode Available | 5 |
| HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis | Nov 21, 2023 | Speech SynthesisSuper-Resolution | CodeCode Available | 3 |
| Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise | Aug 19, 2022 | Image RestorationVariational Inference | CodeCode Available | 3 |
| Neural Posterior Estimation for Cataloging Astronomical Images with Spatially Varying Backgrounds and Point Spread Functions | Feb 28, 2025 | Variational Inference | CodeCode Available | 2 |
| Stable Derivative Free Gaussian Mixture Variational Inference for Bayesian Inverse Problems | Jan 8, 2025 | Bayesian InferenceVariational Inference | CodeCode Available | 2 |
| Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems | Jul 23, 2024 | ColorizationDeblurring | CodeCode Available | 2 |
| Variational Bayesian Last Layers | Apr 17, 2024 | Out-of-Distribution DetectionVariational Inference | CodeCode Available | 2 |
| Neural Markov Random Field for Stereo Matching | Mar 17, 2024 | Domain GeneralizationInductive Bias | CodeCode Available | 2 |
| Batch and match: black-box variational inference with a score-based divergence | Feb 22, 2024 | Variational Inference | CodeCode Available | 2 |
| PITS: Variational Pitch Inference without Fundamental Frequency for End-to-End Pitch-controllable TTS | Feb 24, 2023 | Decodertext-to-speech | CodeCode Available | 2 |
